Research-backed automation library

Real automation.From simple to agentic.

Explore documented automation systems already used by real businesses. The library covers everything from small inbox and reporting automations to AI-powered claims, lending, customer service and industrial workflows. These are industry examples and implementation patterns—not claims that I personally delivered these company systems.

24

documented examples

7+

business sectors

3

automation levels

Browse automation libraryBuild an automation
Analytics dashboard representing connected business automation

A practical automation stack

Software does the repeatable work. People own the judgment.

Trigger

Email, form, CRM event, file, API, ticket or schedule.

Understand

Extract, classify, retrieve, predict or reason.

Control

Rules, permissions, evidence, confidence and approvals.

Act

Update systems, notify teams, create tasks or complete the workflow.

Starter

Small workflow automation

Great for inboxes, forms, alerts, follow-ups, reports and simple app-to-app handoffs.

Intermediate

Business workflow automation

Connect CRMs, finance systems, service desks and operational data with conditions, AI and approvals.

Advanced

AI-powered operations

Orchestrate documents, APIs, agents, prediction, optimization and exception-based human review.

Documented industry implementations

The workflow is the product.

Each example links to the source customer story so you can inspect how the automation was actually used. The UI turns those implementations into reusable blueprints for new businesses.

Source-first· metrics are attributed to the source company/provider
StarterCustomer Support

IPSY

Priority Support Signal Monitor

Support ticket → risk signal → instant escalation

Reported result

100%

increase in proactive high-priority alerts

Automation idea

IPSY expanded a simple workflow into a broader automation layer for escalation, internal communication, weekend coverage and social listening.

ZapierZendeskGoogle SheetsAI
1Run a scheduled check against support tickets
2Find high-risk terms and signals
3Write the matching cases to a tracking sheet
4Alert the right internal stakeholders
5Draft a response for review when needed

Business challenge

A lean support team needed to catch rare but important issues, such as possible product-allergy reports, without repeatedly searching the helpdesk.

Primary source

Zapier Customer Story

Read source
StarterHR & Operations

Wellness Coach

Meeting-to-Action Automation

Meeting notes → action items → task board

Reported result

550+ hrs

estimated work saved per year

Automation idea

Wellness Coach built several small AI + automation workflows across engineering and operations, including a meeting follow-up system.

GmailSlackChatGPTTrello
IntermediateCustomer Support

Smith.ai

AI-Assisted Call Quality Review

Call task → transcript analysis → coaching queue

Reported result

250+ hrs

manual work saved weekly by one Zap

Automation idea

Smith.ai combines automation, AI and modular workflows across support, coaching, feedback and internal operations.

ClickUpZapierCodeAirtableSlack
IntermediateMarketing & Sales

Rozas

AI Lead Intake & Follow-Up

Lead → AI classification → CRM → first response

Reported result

< 2 min

target lead headstart in the documented workflow

Automation idea

Rozas built an automated intake system connecting AI, its CRM, telephony and email so leads move into conversation faster.

ZapierAI by ZapierClio GrowGmailRingCentral
IntermediateHR & Operations

Figma

Background-Check Exception Monitor

Screen status → exception detection → human review

Reported result

< 15 min

daily monitoring instead of 3+ hours weekly

Automation idea

The workflow reduced repetitive monitoring while keeping People Ops and compliance experts responsible for consequential decisions.

ZapierPeople OpsAICompliance Review
IntermediateHR & Operations

Zonos

Customer Onboarding Orchestrator

Closed deal → account creation → tasks → meetings

Reported result

50%

reduction in customer onboarding time

Automation idea

Zonos used connected workflows across sales, finance, marketing and onboarding to turn a multi-step handoff into an automated process.

SalesforceZapierGmailCRMProject Management
IntermediateCustomer Support

Vector Media

AI Customer Response Assistant

Customer inquiry → context → personalized draft

Reported result

5–30 min

time saved per customer issue

Automation idea

Vector Media added AI to its customer-support workflows to reduce repetitive writing while preserving human review.

ZapierAICustomer SupportKnowledge Context
IntermediateMarketing & Sales

Gourmet Ads

Automated Weekly Growth Intelligence

CRM + analytics → AI analysis → action list

Reported result

2 hrs

manual weekly reporting work replaced

Automation idea

The team turned a two-hour manual weekly report into a reusable intelligence workflow that also surfaced issues such as fake traffic and broken links.

SalesforceGoogle AnalyticsConfluenceZapier MCP
IntermediateFinance

Malwarebytes

Revenue Data & Billing Automation

SaaS data → warehouse → billing → reporting

Reported result

66 days

of employee effort saved per year

Automation idea

Malwarebytes expanded automation into data, reporting, billing, QA and contract operations after establishing its integration foundation.

WorkatoSnowflakeSaaSBilling
IntermediateFinance

SafetyCulture

Invoice Enrichment Automation

ERP data → invoice enrichment → customer payment

Reported result

10×

faster finance transformation claim in the case story

Automation idea

SafetyCulture used Workato to connect finance systems and automate invoice enrichment, while empowering non-engineering teams to build governed workflows.

WorkatoSAPFinance OpsGovernance
IntermediateMarketing & Sales

TASC Outsourcing

Autonomous Lead Sourcing & Engagement

Lead database → enrichment → personalized outreach → meeting

Reported result

6×

increase in email response rate

Automation idea

TASC built lead-sourcing and lead-engagement agents plus automated commercial workflows across Salesforce and Outlook.

AgentforceSalesforceZoomInfoOutlookMuleSoft
IntermediateHR & Operations

Coca-Cola Andina

Personalized HR Service Agent

Employee question → identity/context → HR answer

Reported result

300+

employees actively using the agent

Automation idea

Coca-Cola Andina used Copilot Studio to build an HR agent that serves personalized information and is being rolled out more broadly.

Copilot StudioMicrosoft 365HR DataAI
AdvancedFinance

Hero FinCorp

Loan Processing Orchestration

Application → verification → credit checks → e-sign → disbursement

Reported result

2 days → 30 min

reported loan approval turnaround

Automation idea

Hero FinCorp connected Agentforce, Data 360, MuleSoft and core systems to automate a large part of the loan journey.

AgentforceMuleSoftData 360Sales CloudAPIs
AdvancedInsurance

UNIQA SEE

AI Medical Claims Processing

Medical documents → extraction → validation → claims API

Reported result

85–90%

reduction in processing time

Automation idea

UNIQA SEE deployed an AI-driven medical referral workflow using Azure AI, Document Intelligence and Azure OpenAI.

Azure AIDocument IntelligenceAzure OpenAIAPIs
AdvancedInsurance

DOMCURA

Autonomous Claims Settlement

Claim → AI assessment → settlement or exception

Reported result

~10 min

reported settlement time for qualified claims

Automation idea

DOMCURA built KIM, a modular AI platform using Microsoft Foundry and Azure to automate parts of claims processing.

Microsoft FoundryAzureAI Claims
AdvancedCustomer Support

Air India

Agentic Customer Service

Customer query → intent → answer/action → escalation

Reported result

40k/day

customer queries currently handled

Automation idea

Air India deployed AI.g for customer service at scale and reports broad coverage across thousands of customer question types.

Azure AIAzure OpenAIAgentic AICustomer Service
AdvancedCustomer Support

DoorDash

Generative AI Contact Center

Voice request → AI resolution → human handoff

Reported result

100k+

calls/day handled by the AI solution

Automation idea

DoorDash built a voice self-service support solution using Amazon Bedrock and Amazon Connect.

Amazon BedrockAmazon ConnectClaude
AdvancedManufacturing

Rolls-Royce

Predictive Maintenance & Engine Health

Telemetry → anomaly detection → maintenance action

Reported result

~400

unplanned maintenance events prevented annually

Automation idea

Rolls-Royce uses machine learning and generative AI across design, production and engine health monitoring.

Machine LearningTelemetryAzurePredictive Analytics
AdvancedManufacturing

Sight Machine + beverage manufacturer

AI Production Scheduling

Plant data → optimization → live schedule

Reported result

75%

reduction in non-value-added production time

Automation idea

Sight Machine integrated its optimization product through Microsoft Foundry to turn real-time factory data into updated production schedules.

Microsoft FoundryOptimizationIndustrial AIReal-Time Data
AdvancedManufacturing

Vanderlande

Supply-Chain Workflow Orchestration

Operational data → governed workflow → AI-assisted action

Reported result

€950k+

annual automation savings reported

Automation idea

Vanderlande combined Power Platform and Copilot Studio to replace spreadsheet-driven processes with apps, dashboards and AI agents.

Power PlatformCopilot StudioDashboardsWorkflow Automation
IntermediateHR & Operations

Wipro

Automated Asset Lifecycle

Asset request → workflow → fulfillment → lifecycle

Reported result

50%

reduction in manual tasks

Automation idea

Wipro uses ServiceNow workflows, Virtual Agent, ITOM/AIOps and GRC capabilities to automate and unify operational processes.

ServiceNowITSMITOMAIOpsWorkflow
IntermediateCustomer Support

Lenovo

AI Case Resolution Assistant

Support case → summary → resolution notes → knowledge

Reported result

35%

decrease in case resolution time

Automation idea

Lenovo deployed ServiceNow AI capabilities to simplify global software support and improve agent productivity.

ServiceNowNow AssistWorkflow Data FabricAI
IntermediateManufacturing

Lifetime Products

Retail Order & Operations Automation

Orders + operations → automated overnight processing

Reported result

0

manual touches for daily order handling after automation

Automation idea

Lifetime Products combined Dynamics 365, Power Automate, Copilot Studio, Microsoft 365 Copilot and Azure AI Foundry across business operations.

Power AutomateCopilot StudioDynamics 365Azure AI
IntermediateHR & Operations

Deloitte

AI HR Self-Service & Incident Support

Employee question → AI search → answer or workflow

Reported result

40%

reduction in time to resolve HR inquiries

Automation idea

Deloitte combined ServiceNow Now Assist, Virtual Agent and Knowledge Management into a scalable AI-led HR service platform.

ServiceNowNow AssistVirtual AgentKnowledge Management

Turn an example into your system

Bring the repetitive workflow.Keep the parts that need people.

Start with one process: a lead, inbox, invoice, report, support queue, approval or operational handoff. Then connect the right apps, rules, AI steps and human checkpoints around it.

Discuss your workflow